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Introduction to Data Ethics
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Author: N/A; Publisher: Odyssey Learning Project; Publication Year: 2018. The following video does an excellent job of breaking down the extensive and complicated challenge of data ethics into its most basic and essential parts. First, the author dives into the idea of sensitive data, which they define as “personally identifiable information.” They explain that it…
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Data Ownership in Individual Sports: Narrative Review
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Author: Nuno Fonseca, Mario C. Marques, Dulce Esteves; Publisher: Journal of Physical Education and Sport; Publication Year: 2022. The following article discusses how the massive use and consumption of the digital age, combined with constant technological advances, has silently allowed the collection and excessive use of each person’s personal data. When extrapolated by science and…
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Is Big Tech Setting Africa Back?
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Author: Nima Elmi; Publisher: Foreign Policy; Publication Year: 2020. The following article looks into the way data is used as a modern tool for colonialism and argues that smart regulation cannot be the only tool in ensuring equality. Rather, developed nations should stop exploiting lax regulations and set an example for ethical standards…
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Artificial Intelligence in Healthcare: Providing Ease or Ethical Dilemmas?
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Author: Nils Aoun, Chloé Currie, Itai Epstein, and Chaaron Nahar; Publisher: Maiei; Publication Year: 2022. The following article covers how research in medicine by people is at a plateau, many of the recent advancements are coming through artificial intelligence (AI). AI has primarily increased the efficiency of the diagnosis process. Showing great accuracy in classifying…
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Can the Metaverse and Data Ethics Coexist?
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Author: Natalie Cramp; Publisher: AIThority; Publication Year: 2022. The following article discusses how the metaverse is the idealized next version of the internet where users can share digital experiences using real-world currency. Users can use their money to watch movies, attend concerts, and shop together – essentially, a digital world. If our world did not…
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Challenges of AI Ethics in Insurance
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Author: Michelle Seng Ah Lee; Publisher: Medium; Publication Year: 2022. The following article discusses the ethical concerns associated with the implementation of artificial intelligence (AI) programs in the insurance industry. Beyond privacy issues arising from the collection and use of sensitive insurance-resulted data, concerns regarding fairness and equality have also been brought up concerning these…
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Data Bias: Why It Matters, and How to Avoid It
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Author: Megan Wells; Publisher: Scuba; Publication Year: N/A. The following article describes how with the rise of artificial intelligence (AI) and machine learning (ML), the use of data has multiplied over the years. The problem is that data is subject to biases that can alter the valuable purpose of a model built on the data.…
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What is Responsible and Sustainable Data?
2019, Communities of Practice, Diversity, Equity & Inclusion, Frameworks, Healthcare, Research Articlelnbressa
Author: Linnet Taylor, Nadezhda Purtova; Publisher: SAGE Journals; Publication Year: 2019. The following article proposes the question of how should data scientists go about making data science a sustainable practice. The authors put forth a commons approach to creating a sustainable framework for the practice of data science. They believe that the users of data…
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What Legal Teams and Businesses Should Know About Ethical Data Mining and Use
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Author: Kristel Staci; Publisher: The Stamp; Publication Year: 2022. The following article features a discussion of some considerations that businesses need to take into account for data usage based on the perspective of a legal team. Their main points of ethical data usage are ownership, privacy, transparency, intention and outcomes. Additionally, they talk about ethical…
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Deleting Unethical Data Sets Isn’t Good Enough
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Author: Karen Hao; Publisher: MIT Technology Review; Publication Year: 2021. The following article argues that deleting unethical data sets is not sufficient to be ethically responsible, and that “those working in [artificial intelligence (AI)] must also make a long-term commitment to maintaining them and using them ethically.” The author begins by telling of what happened…
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